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ORCIDShirin Dora
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Books and Theses
- 2017
[b1]Shirin Dora:
Evolving spiking neural networks for pattern classification problems. Nanyang Technological University, Singapore, 2017
Journal Articles
- 2024
- [j12]Kwangjun Lee, Shirin Dora, Jorge F. Mejías
, Sander M. Bohté, Cyriel M. A. Pennartz:
Predictive coding with spiking neurons and feedforward gist signaling. Frontiers Comput. Neurosci. 18 (2024) - 2023
- [j11]Om Dev Singh, Shailender Gupta, Shirin Dora:
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine. Multim. Tools Appl. 82(21): 32091-32116 (2023) - 2021
- [j10]Shirin Dora, Nikola K. Kasabov:
Spiking Neural Networks for Computational Intelligence: An Overview. Big Data Cogn. Comput. 5(4): 67 (2021) - [j9]Shirin Dora, Sander M. Bohté, Cyriel M. A. Pennartz:
Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy. Frontiers Comput. Neurosci. 15: 666131 (2021) - [j8]Martin J. Pearson, Shirin Dora, Oliver Struckmeier, Thomas C. Knowles, Ben Mitchinson, Kshitij Tiwari, Ville Kyrki, Sander M. Bohté, Cyriel M. A. Pennartz:
Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding. Frontiers Robotics AI 8: 732023 (2021) - [j7]Reema Ganotra, Shirin Dora, Shailender Gupta:
Identifying brain regions contributing to Alzheimer's disease using self regulating particle swarm optimization. Int. J. Imaging Syst. Technol. 31(1): 106-117 (2021) - [j6]Om Dev Singh, Anjali Malik, Vishakha Yadav, Shailender Gupta, Shirin Dora:
Deep Segmenter system for recognition of micro cracks in solar cell. Multim. Tools Appl. 80(5): 6509-6533 (2021) - [j5]Chandan Kumar Behera, Joan Condell, Shirin Dora, David S. Gibson, Gerard Leavey:
State-of-the-Art Sensors for Remote Care of People with Dementia during a Pandemic: A Systematic Review. Sensors 21(14): 4688 (2021) - 2019
- [j4]Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan:
An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network. IEEE Trans. Cybern. 49(3): 989-999 (2019) - 2017
- [j3]Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan:
Online Meta-neuron based Learning Algorithm for a spiking neural classifier. Inf. Sci. 414: 19-32 (2017) - 2016
- [j2]Shirin Dora, K. Subramanian, Suresh Sundaram, N. Sundararajan:
Development of a Self-Regulating Evolving Spiking Neural Network for classification problem. Neurocomputing 171: 1216-1229 (2016) - 2015
- [j1]Shirin Dora, Suresh Sundaram, N. Sundararajan:
A sequential learning algorithm for a spiking neural classifier. Appl. Soft Comput. 36: 255-268 (2015)
Conference and Workshop Papers
- 2024
- [c15]P. Md. Thousif, V. Sundaram Suresh, Shirin Dora:
A Gaussian Mixture Synapse Model for Time Varying Weight Spiking Neural Classifier. IJCNN 2024: 1-8 - 2023
- [c14]Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu, Xinran Liu, Shirin Dora, Cong Liu, Soheil Kolouri, Andrea Soltoggio:
Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks. CoLLAs 2023: 936-960 - [c13]Pranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram, Qinggang Meng:
Learning to Classify Faster Using Spiking Neural Networks. IJCNN 2023: 1-8 - [c12]Kaniska Samanta, Sujit Roy, Véronique Marchand-Pauvert, Shirin Dora, Stéphanie Duguez, Muskaan Singh, Girijesh Prasad, Saugat Bhattacharyya:
An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. SMC 2023: 3337-3342 - 2022
- [c11]Yu Zhang, Shirin Dora, Miguel Martínez-García, Saugat Bhattacharya:
Machine Hearing for Industrial Acoustic Monitoring using Cochleagram and Spiking Neural Network. AIM 2022: 1047-1051 - [c10]Linglin Jing, Yifan Wang, Tailin Chen, Shirin Dora, Zhigang Ji, Hui Fang:
Towards a more efficient few-shot learning-based human gesture recognition via dynamic vision sensors. BMVC 2022: 938 - [c9]Vahid Saranirad, Shirin Dora, T. M. McGinnity, Damien Coyle:
Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies. IJCNN 2022: 1-7 - 2021
- [c8]Vahid Saranirad, T. M. McGinnity, Shirin Dora, Damien Coyle:
DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. IJCNN 2021: 1-6 - 2020
- [c7]Pranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram:
Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier. IJCNN 2020: 1-7 - [c6]Sujit Roy, Shirin Dora, Karl A. McCreadie, Girijesh Prasad:
MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. IJCNN 2020: 1-8 - 2018
- [c5]Shirin Dora, Cyriel M. A. Pennartz, Sander M. Bohté:
A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs. ICANN (3) 2018: 457-467 - 2015
- [c4]Shirin Dora, Badrinarayanan Rangarajan, K. Subramanian, Suresh Sundaram:
Automatic seizure detection in multichannel EEG using McCIT2FIS approach. FUZZ-IEEE 2015: 1-8 - [c3]Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan:
A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems. IJCNN 2015: 1-7 - 2014
- [c2]Shirin Dora, Suresh Sundaram, N. Sundararajan:
A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier. IJCNN 2014: 2415-2421 - 2013
- [c1]Shirin Dora, Ramaswamy Savitha, Suresh Sundaram:
A basis coupled evolving spiking neural network with afferent input neurons. IJCNN 2013: 1-8
Informal and Other Publications
- 2024
- [i6]Sourav Mishra, Shirin Dora, Suresh Sundaram:
Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA). CoRR abs/2402.04596 (2024) - [i5]Dylan Adams, Magda Zajaczkowska, Ashiq Anjum, Andrea Soltoggio, Shirin Dora:
Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks. CoRR abs/2408.02961 (2024) - 2023
- [i4]Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu, Xinran Liu, Shirin Dora, Cong Liu, Soheil Kolouri, Andrea Soltoggio:
Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks. CoRR abs/2305.10997 (2023) - [i3]Mohammed Thousif, Shridhar Velhal, Suresh Sundaram, Shirin Dora:
A Decentralized Spike-based Learning Framework for Sequential Capture in Discrete Perimeter Defense Problem. CoRR abs/2305.16748 (2023) - [i2]Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora:
Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction. CoRR abs/2305.18472 (2023) - 2019
- [i1]Oliver Struckmeier, Kshitij Tiwari, Shirin Dora, Martin J. Pearson, Sander M. Bohté, Cyriel M. A. Pennartz, Ville Kyrki:
MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. CoRR abs/1909.07201 (2019)
Coauthor Index
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